[Coursera] AI for Medicine Specialization [10/2024, ENG]

AI for Medicine Specialization
Год выпуска: 10/2024
Производитель: Coursera
Сайт производителя: https://www.coursera.org/specializations/ai-for-medicine
Автор: Amirhossein Kiani, Pranav Rajpurkar, Eddy Shyu
Продолжительность: 6h 18m
Тип раздаваемого материала: Видеоурок
Язык: Английский
Описание: What you'll learn
Diagnose diseases from x-rays and 3D MRI brain images
Predict patient survival rates more accurately using tree-based models
Estimate treatment effects on patients using data from randomized trials
Automate the task of labeling medical datasets using natural language processing
Skills you'll gain
Image Segmentation
Machine Learning
natural language extraction
time-to-event modeling
model interpretation
AI is transforming the practice of medicine. It’s helping doctors diagnose patients more accurately, make predictions about patients’ future health, and recommend better treatments. This three-course Specialization will give you practical experience in applying machine learning to concrete problems in medicine.
These courses go beyond the foundations of deep learning to teach you the nuances in applying AI to medical use cases. If you are new to deep learning or want to get a deeper foundation of how neural networks work, we recommend taking the Deep Learning Specialization Файлы примеров: не предусмотрены
Формат видео: MP4
Видео: AVC, 1280x720, 16:9, 30fps, ~600kbps
Аудио: AAC, 44.1kHz, 128kbps, stereo